Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 76 |
| Missing cells | 23 |
| Missing cells (%) | 0.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 20.3 KiB |
| Average record size in memory | 273.7 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 32 |
Province/State has a high cardinality: 53 distinct values | High cardinality |
Long is highly correlated with 1/23/20 and 28 other fields | High correlation |
1/22/20 is highly correlated with 1/23/20 and 28 other fields | High correlation |
1/23/20 is highly correlated with Long and 29 other fields | High correlation |
1/24/20 is highly correlated with Long and 29 other fields | High correlation |
1/25/20 is highly correlated with Long and 29 other fields | High correlation |
1/26/20 is highly correlated with Long and 29 other fields | High correlation |
1/27/20 is highly correlated with Long and 29 other fields | High correlation |
1/28/20 is highly correlated with Long and 29 other fields | High correlation |
1/29/20 is highly correlated with Long and 29 other fields | High correlation |
1/30/20 is highly correlated with Long and 29 other fields | High correlation |
1/31/20 is highly correlated with Long and 29 other fields | High correlation |
2/1/20 is highly correlated with Long and 29 other fields | High correlation |
2/2/20 is highly correlated with Long and 29 other fields | High correlation |
2/3/20 is highly correlated with Long and 29 other fields | High correlation |
2/4/20 is highly correlated with Long and 29 other fields | High correlation |
2/5/20 is highly correlated with Long and 29 other fields | High correlation |
2/6/20 is highly correlated with Long and 29 other fields | High correlation |
2/7/20 is highly correlated with Long and 29 other fields | High correlation |
2/8/20 is highly correlated with Long and 29 other fields | High correlation |
2/9/20 is highly correlated with Long and 29 other fields | High correlation |
2/10/20 is highly correlated with Long and 29 other fields | High correlation |
2/11/20 is highly correlated with Long and 29 other fields | High correlation |
2/12/20 is highly correlated with Long and 29 other fields | High correlation |
2/13/20 is highly correlated with Long and 29 other fields | High correlation |
2/14/20 is highly correlated with Long and 29 other fields | High correlation |
2/15/20 is highly correlated with Long and 29 other fields | High correlation |
2/16/20 is highly correlated with Long and 29 other fields | High correlation |
2/17/20 is highly correlated with Long and 29 other fields | High correlation |
2/18/20 is highly correlated with Long and 29 other fields | High correlation |
2/19/20 is highly correlated with Long and 29 other fields | High correlation |
2/20/20 is highly correlated with Long and 29 other fields | High correlation |
1/22/20 is highly correlated with 1/23/20 and 28 other fields | High correlation |
1/23/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/24/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/25/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/26/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/27/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/28/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/29/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/30/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/31/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/1/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/2/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/3/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/4/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/5/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/6/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/7/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/8/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/9/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/10/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/11/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/12/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/13/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/14/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/15/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/16/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/17/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/18/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/19/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/20/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/22/20 is highly correlated with 1/23/20 and 28 other fields | High correlation |
1/23/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/24/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/25/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/26/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/27/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/28/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/29/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/30/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
1/31/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/1/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/2/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/3/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/4/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/5/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/6/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/7/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/8/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/9/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/10/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/11/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/12/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/13/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/14/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/15/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/16/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/17/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/18/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/19/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
2/20/20 is highly correlated with 1/22/20 and 28 other fields | High correlation |
Country/Region is highly correlated with Province/State | High correlation |
Province/State is highly correlated with Country/Region | High correlation |
Province/State is highly correlated with Country/Region and 32 other fields | High correlation |
Country/Region is highly correlated with Province/State and 2 other fields | High correlation |
Lat is highly correlated with Province/State and 2 other fields | High correlation |
Long is highly correlated with Province/State and 2 other fields | High correlation |
1/22/20 is highly correlated with Province/State and 29 other fields | High correlation |
1/23/20 is highly correlated with Province/State and 29 other fields | High correlation |
1/24/20 is highly correlated with Province/State and 29 other fields | High correlation |
1/25/20 is highly correlated with Province/State and 29 other fields | High correlation |
1/26/20 is highly correlated with Province/State and 29 other fields | High correlation |
1/27/20 is highly correlated with Province/State and 29 other fields | High correlation |
1/28/20 is highly correlated with Province/State and 29 other fields | High correlation |
1/29/20 is highly correlated with Province/State and 29 other fields | High correlation |
1/30/20 is highly correlated with Province/State and 29 other fields | High correlation |
1/31/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/1/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/2/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/3/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/4/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/5/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/6/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/7/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/8/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/9/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/10/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/11/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/12/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/13/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/14/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/15/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/16/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/17/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/18/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/19/20 is highly correlated with Province/State and 29 other fields | High correlation |
2/20/20 is highly correlated with Province/State and 29 other fields | High correlation |
Province/State has 23 (30.3%) missing values | Missing |
Province/State is uniformly distributed | Uniform |
Lat has unique values | Unique |
Long has unique values | Unique |
1/22/20 has 47 (61.8%) zeros | Zeros |
1/23/20 has 39 (51.3%) zeros | Zeros |
1/24/20 has 36 (47.4%) zeros | Zeros |
1/25/20 has 33 (43.4%) zeros | Zeros |
1/26/20 has 27 (35.5%) zeros | Zeros |
1/27/20 has 24 (31.6%) zeros | Zeros |
1/28/20 has 23 (30.3%) zeros | Zeros |
1/29/20 has 20 (26.3%) zeros | Zeros |
1/30/20 has 17 (22.4%) zeros | Zeros |
1/31/20 has 11 (14.5%) zeros | Zeros |
2/1/20 has 8 (10.5%) zeros | Zeros |
2/2/20 has 8 (10.5%) zeros | Zeros |
2/3/20 has 7 (9.2%) zeros | Zeros |
2/4/20 has 6 (7.9%) zeros | Zeros |
2/5/20 has 5 (6.6%) zeros | Zeros |
2/6/20 has 5 (6.6%) zeros | Zeros |
2/7/20 has 4 (5.3%) zeros | Zeros |
2/8/20 has 4 (5.3%) zeros | Zeros |
2/9/20 has 4 (5.3%) zeros | Zeros |
2/10/20 has 4 (5.3%) zeros | Zeros |
2/11/20 has 3 (3.9%) zeros | Zeros |
2/12/20 has 3 (3.9%) zeros | Zeros |
2/13/20 has 2 (2.6%) zeros | Zeros |
2/14/20 has 1 (1.3%) zeros | Zeros |
2/15/20 has 1 (1.3%) zeros | Zeros |
2/16/20 has 1 (1.3%) zeros | Zeros |
2/17/20 has 1 (1.3%) zeros | Zeros |
2/18/20 has 1 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-14 06:41:16.069116 |
|---|---|
| Analysis finished | 2022-12-14 06:42:59.864055 |
| Duration | 1 minute and 43.79 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 53 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 23 |
| Missing (%) | 30.3% |
| Memory size | 736.0 B |
| Anhui | 1 |
|---|---|
| Orange, CA | 1 |
| Yunnan | 1 |
| Zhejiang | 1 |
| Taiwan | 1 |
| Other values (48) |
Length
| Max length | 28 |
|---|---|
| Median length | 8 |
| Mean length | 9.283018868 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 53 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Anhui |
|---|---|
| 2nd row | Beijing |
| 3rd row | Chongqing |
| 4th row | Fujian |
| 5th row | Gansu |
Common Values
| Value | Count | Frequency (%) |
| Anhui | 1 | 1.3% |
| Orange, CA | 1 | 1.3% |
| Yunnan | 1 | 1.3% |
| Zhejiang | 1 | 1.3% |
| Taiwan | 1 | 1.3% |
| Seattle, WA | 1 | 1.3% |
| Chicago, IL | 1 | 1.3% |
| Tempe, AZ | 1 | 1.3% |
| Macau | 1 | 1.3% |
| Hong Kong | 1 | 1.3% |
| Other values (43) | 43 | |
| (Missing) | 23 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ca | 5 | 6.2% |
| san | 3 | 3.7% |
| south | 2 | 2.5% |
| on | 2 | 2.5% |
| anhui | 1 | 1.2% |
| fujian | 1 | 1.2% |
| hainan | 1 | 1.2% |
| guizhou | 1 | 1.2% |
| guangxi | 1 | 1.2% |
| guangdong | 1 | 1.2% |
| Other values (63) | 63 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 31 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 736.0 B |
| Mainland China | |
|---|---|
| US | |
| Australia | |
| Canada | 3 |
| UK | 1 |
| Other values (26) |
Length
| Max length | 20 |
|---|---|
| Median length | 9 |
| Mean length | 9.236842105 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 35.5% |
Sample
| 1st row | Mainland China |
|---|---|
| 2nd row | Mainland China |
| 3rd row | Mainland China |
| 4th row | Mainland China |
| 5th row | Mainland China |
Common Values
| Value | Count | Frequency (%) |
| Mainland China | 31 | |
| US | 11 | 14.5% |
| Australia | 4 | 5.3% |
| Canada | 3 | 3.9% |
| UK | 1 | 1.3% |
| United Arab Emirates | 1 | 1.3% |
| Philippines | 1 | 1.3% |
| India | 1 | 1.3% |
| Italy | 1 | 1.3% |
| Russia | 1 | 1.3% |
| Other values (21) | 21 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| mainland | 31 | |
| china | 31 | |
| us | 11 | 9.8% |
| australia | 4 | 3.6% |
| canada | 3 | 2.7% |
| singapore | 1 | 0.9% |
| thailand | 1 | 0.9% |
| malaysia | 1 | 0.9% |
| nepal | 1 | 0.9% |
| france | 1 | 0.9% |
| Other values (27) | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 76 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.25016803 |
| Minimum | -37.8136 |
|---|---|
| Maximum | 61.9241 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4 |
| Negative (%) | 5.3% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | -37.8136 |
|---|---|
| 5-th percentile | -5.853375 |
| Q1 | 24.6878525 |
| median | 33.83496 |
| Q3 | 40.7547775 |
| 95-th percentile | 52.2188 |
| Maximum | 61.9241 |
| Range | 99.7377 |
| Interquartile range (IQR) | 16.066925 |
Descriptive statistics
| Standard deviation | 19.27479329 |
|---|---|
| Coefficient of variation (CV) | 0.6371797101 |
| Kurtosis | 4.559374318 |
| Mean | 30.25016803 |
| Median Absolute Deviation (MAD) | 7.607505 |
| Skewness | -1.822047237 |
| Sum | 2299.01277 |
| Variance | 371.5176565 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31.82571 | 1 | 1.3% |
| 34.0522 | 1 | 1.3% |
| 61.9241 | 1 | 1.3% |
| 51.1657 | 1 | 1.3% |
| 7.8731 | 1 | 1.3% |
| 12.5657 | 1 | 1.3% |
| -27.4698 | 1 | 1.3% |
| -37.8136 | 1 | 1.3% |
| -33.8688 | 1 | 1.3% |
| 33.7879 | 1 | 1.3% |
| Other values (66) | 66 |
| Value | Count | Frequency (%) |
| -37.8136 | 1 | |
| -34.9285 | 1 | |
| -33.8688 | 1 | |
| -27.4698 | 1 | |
| 1.3521 | 1 | |
| 4.2105 | 1 | |
| 7.8731 | 1 | |
| 12.5657 | 1 | |
| 12.8797 | 1 | |
| 13.7563 | 1 |
| Value | Count | Frequency (%) |
| 61.9241 | 1 | |
| 61.524 | 1 | |
| 60.1282 | 1 | |
| 55.3781 | 1 | |
| 51.1657 | 1 | |
| 50.5039 | 1 | |
| 49.2827 | 1 | |
| 47.862 | 1 | |
| 47.7511 | 1 | |
| 46.2276 | 1 |
| Distinct | 76 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.66383105 |
| Minimum | -123.121 |
|---|---|
| Maximum | 153.0251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 16 |
| Negative (%) | 21.1% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | -123.121 |
|---|---|
| 5-th percentile | -118.867775 |
| Q1 | 12.038425 |
| median | 105.1549 |
| Q3 | 116.61725 |
| 95-th percentile | 139.641075 |
| Maximum | 153.0251 |
| Range | 276.1461 |
| Interquartile range (IQR) | 104.578825 |
Descriptive statistics
| Standard deviation | 86.7537093 |
|---|---|
| Coefficient of variation (CV) | 1.454041884 |
| Kurtosis | -0.1737971316 |
| Mean | 59.66383105 |
| Median Absolute Deviation (MAD) | 18.71519 |
| Skewness | -1.153727031 |
| Sum | 4534.45116 |
| Variance | 7526.206077 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 117.2264 | 1 | 1.3% |
| -118.2437 | 1 | 1.3% |
| 25.7482 | 1 | 1.3% |
| 10.4515 | 1 | 1.3% |
| 80.7718 | 1 | 1.3% |
| 104.991 | 1 | 1.3% |
| 153.0251 | 1 | 1.3% |
| 144.9631 | 1 | 1.3% |
| 151.2093 | 1 | 1.3% |
| -117.8531 | 1 | 1.3% |
| Other values (66) | 66 |
| Value | Count | Frequency (%) |
| -123.121 | 1 | |
| -121.9552 | 1 | |
| -120.9876 | 1 | |
| -120.74 | 1 | |
| -118.2437 | 1 | |
| -117.8531 | 1 | |
| -117.1611 | 1 | |
| -111.094 | 1 | |
| -98.4936 | 1 | |
| -89.4012 | 1 |
| Value | Count | Frequency (%) |
| 153.0251 | 1 | |
| 151.2093 | 1 | |
| 144.9631 | 1 | |
| 139.6503 | 1 | |
| 139.638 | 1 | |
| 138.6007 | 1 | |
| 127.7622 | 1 | |
| 126.978 | 1 | |
| 126.1917 | 1 | |
| 122.6086 | 1 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.302631579 |
| Minimum | 0 |
|---|---|
| Maximum | 444 |
| Zeros | 47 |
| Zeros (%) | 61.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 9.25 |
| Maximum | 444 |
| Range | 444 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 50.89938303 |
|---|---|
| Coefficient of variation (CV) | 6.970005604 |
| Kurtosis | 75.14052254 |
| Mean | 7.302631579 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.646574096 |
| Sum | 555 |
| Variance | 2590.747193 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 1 | 12 | 15.8% |
| 2 | 6 | 7.9% |
| 4 | 3 | 3.9% |
| 5 | 2 | 2.6% |
| 14 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 26 | 1 | 1.3% |
| 444 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 1 | 12 | 15.8% |
| 2 | 6 | 7.9% |
| 4 | 3 | 3.9% |
| 5 | 2 | 2.6% |
| 6 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 14 | 1 | 1.3% |
| 26 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 444 | 1 | 1.3% |
| 26 | 1 | 1.3% |
| 14 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 5 | 2 | 2.6% |
| 4 | 3 | 3.9% |
| 2 | 6 | |
| 1 | 12 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 19.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.592105263 |
| Minimum | 0 |
|---|---|
| Maximum | 444 |
| Zeros | 39 |
| Zeros (%) | 51.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 17.5 |
| Maximum | 444 |
| Range | 444 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 50.94105813 |
|---|---|
| Coefficient of variation (CV) | 5.928821467 |
| Kurtosis | 73.96835343 |
| Mean | 8.592105263 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.549757362 |
| Sum | 653 |
| Variance | 2594.991404 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 9 | 11.8% |
| 2 | 7 | 9.2% |
| 5 | 5 | 6.6% |
| 3 | 4 | 5.3% |
| 9 | 3 | 3.9% |
| 22 | 1 | 1.3% |
| 32 | 1 | 1.3% |
| 444 | 1 | 1.3% |
| 7 | 1 | 1.3% |
| Other values (5) | 5 | 6.6% |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 9 | 11.8% |
| 2 | 7 | 9.2% |
| 3 | 4 | 5.3% |
| 4 | 1 | 1.3% |
| 5 | 5 | 6.6% |
| 6 | 1 | 1.3% |
| 7 | 1 | 1.3% |
| 8 | 1 | 1.3% |
| 9 | 3 | 3.9% |
| Value | Count | Frequency (%) |
| 444 | 1 | 1.3% |
| 32 | 1 | 1.3% |
| 27 | 1 | 1.3% |
| 22 | 1 | 1.3% |
| 16 | 1 | 1.3% |
| 9 | 3 | |
| 8 | 1 | 1.3% |
| 7 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 5 | 5 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.38157895 |
| Minimum | 0 |
|---|---|
| Maximum | 549 |
| Zeros | 36 |
| Zeros (%) | 47.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 29.25 |
| Maximum | 549 |
| Range | 549 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 63.1942966 |
|---|---|
| Coefficient of variation (CV) | 5.103896431 |
| Kurtosis | 71.98063228 |
| Mean | 12.38157895 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 8.385933065 |
| Sum | 941 |
| Variance | 3993.519123 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 2 | 10 | 13.2% |
| 1 | 4 | 5.3% |
| 3 | 4 | 5.3% |
| 15 | 3 | 3.9% |
| 5 | 3 | 3.9% |
| 8 | 2 | 2.6% |
| 9 | 2 | 2.6% |
| 4 | 2 | 2.6% |
| 36 | 1 | 1.3% |
| Other values (9) | 9 | 11.8% |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 1 | 4 | 5.3% |
| 2 | 10 | 13.2% |
| 3 | 4 | 5.3% |
| 4 | 2 | 2.6% |
| 5 | 3 | 3.9% |
| 8 | 2 | 2.6% |
| 9 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| 15 | 3 | 3.9% |
| Value | Count | Frequency (%) |
| 549 | 1 | 1.3% |
| 53 | 1 | 1.3% |
| 43 | 1 | 1.3% |
| 36 | 1 | 1.3% |
| 27 | 1 | 1.3% |
| 24 | 1 | 1.3% |
| 23 | 1 | 1.3% |
| 20 | 1 | 1.3% |
| 18 | 1 | 1.3% |
| 15 | 3 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 36.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.86842105 |
| Minimum | 0 |
|---|---|
| Maximum | 761 |
| Zeros | 33 |
| Zeros (%) | 43.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 10.25 |
| 95-th percentile | 46.5 |
| Maximum | 761 |
| Range | 761 |
| Interquartile range (IQR) | 10.25 |
Descriptive statistics
| Standard deviation | 87.70714028 |
|---|---|
| Coefficient of variation (CV) | 4.64835611 |
| Kurtosis | 70.92307229 |
| Mean | 18.86842105 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 8.297281292 |
| Sum | 1434 |
| Variance | 7692.542456 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 3 | 6 | 7.9% |
| 1 | 4 | 5.3% |
| 2 | 4 | 5.3% |
| 18 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 7 | 2 | 2.6% |
| 39 | 1 | 1.3% |
| 62 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 4 | 5.3% |
| 2 | 4 | 5.3% |
| 3 | 6 | 7.9% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 7 | 2 | 2.6% |
| 8 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 761 | 1 | |
| 78 | 1 | |
| 62 | 1 | |
| 57 | 1 | |
| 43 | 1 | |
| 41 | 1 | |
| 39 | 1 | |
| 33 | 1 | |
| 32 | 1 | |
| 28 | 1 |
| Distinct | 29 |
|---|---|
| Distinct (%) | 38.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.86842105 |
| Minimum | 0 |
|---|---|
| Maximum | 1058 |
| Zeros | 27 |
| Zeros (%) | 35.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 15.25 |
| 95-th percentile | 77 |
| Maximum | 1058 |
| Range | 1058 |
| Interquartile range (IQR) | 15.25 |
Descriptive statistics
| Standard deviation | 122.3272488 |
|---|---|
| Coefficient of variation (CV) | 4.389457463 |
| Kurtosis | 69.52288192 |
| Mean | 27.86842105 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 8.181224392 |
| Sum | 2118 |
| Variance | 14963.95579 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 1 | 9 | 11.8% |
| 4 | 7 | 9.2% |
| 3 | 3 | 3.9% |
| 22 | 2 | 2.6% |
| 8 | 2 | 2.6% |
| 7 | 2 | 2.6% |
| 36 | 2 | 2.6% |
| 5 | 2 | 2.6% |
| 44 | 1 | 1.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 1 | 9 | 11.8% |
| 2 | 1 | 1.3% |
| 3 | 3 | 3.9% |
| 4 | 7 | 9.2% |
| 5 | 2 | 2.6% |
| 7 | 2 | 2.6% |
| 8 | 2 | 2.6% |
| 9 | 1 | 1.3% |
| 13 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 1058 | 1 | |
| 111 | 1 | |
| 104 | 1 | |
| 83 | 1 | |
| 75 | 1 | |
| 69 | 1 | |
| 68 | 1 | |
| 60 | 1 | |
| 46 | 1 | |
| 44 | 1 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 43.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.51315789 |
| Minimum | 0 |
|---|---|
| Maximum | 1423 |
| Zeros | 24 |
| Zeros (%) | 31.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 23.75 |
| 95-th percentile | 114.5 |
| Maximum | 1423 |
| Range | 1423 |
| Interquartile range (IQR) | 23.75 |
Descriptive statistics
| Standard deviation | 164.6552352 |
|---|---|
| Coefficient of variation (CV) | 4.275298216 |
| Kurtosis | 69.08540348 |
| Mean | 38.51315789 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 8.143944387 |
| Sum | 2927 |
| Variance | 27111.34649 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 1 | 11 | |
| 4 | 4 | 5.3% |
| 5 | 3 | 3.9% |
| 6 | 3 | 3.9% |
| 8 | 2 | 2.6% |
| 7 | 2 | 2.6% |
| 128 | 2 | 2.6% |
| 26 | 1 | 1.3% |
| 2 | 1 | 1.3% |
| Other values (23) | 23 |
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 1 | 11 | |
| 2 | 1 | 1.3% |
| 3 | 1 | 1.3% |
| 4 | 4 | 5.3% |
| 5 | 3 | 3.9% |
| 6 | 3 | 3.9% |
| 7 | 2 | 2.6% |
| 8 | 2 | 2.6% |
| 11 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 1423 | 1 | |
| 151 | 1 | |
| 128 | 2 | |
| 110 | 1 | |
| 100 | 1 | |
| 80 | 1 | |
| 75 | 1 | |
| 72 | 1 | |
| 70 | 1 | |
| 69 | 1 |
| Distinct | 35 |
|---|---|
| Distinct (%) | 46.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.39473684 |
| Minimum | 0 |
|---|---|
| Maximum | 3554 |
| Zeros | 23 |
| Zeros (%) | 30.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 33.25 |
| 95-th percentile | 149.25 |
| Maximum | 3554 |
| Range | 3554 |
| Interquartile range (IQR) | 33.25 |
Descriptive statistics
| Standard deviation | 407.2512764 |
|---|---|
| Coefficient of variation (CV) | 5.548780388 |
| Kurtosis | 73.9422462 |
| Mean | 73.39473684 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 8.545749614 |
| Sum | 5578 |
| Variance | 165853.6021 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 11 | |
| 4 | 5 | 6.6% |
| 7 | 3 | 3.9% |
| 8 | 3 | 3.9% |
| 33 | 2 | 2.6% |
| 24 | 1 | 1.3% |
| 95 | 1 | 1.3% |
| 66 | 1 | 1.3% |
| 27 | 1 | 1.3% |
| Other values (25) | 25 |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 11 | |
| 2 | 1 | 1.3% |
| 4 | 5 | 6.6% |
| 6 | 1 | 1.3% |
| 7 | 3 | 3.9% |
| 8 | 3 | 3.9% |
| 9 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 3554 | 1 | |
| 207 | 1 | |
| 173 | 1 | |
| 168 | 1 | |
| 143 | 1 | |
| 132 | 1 | |
| 109 | 1 | |
| 106 | 1 | |
| 95 | 1 | |
| 91 | 1 |
| Distinct | 37 |
|---|---|
| Distinct (%) | 48.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.13157895 |
| Minimum | 0 |
|---|---|
| Maximum | 3554 |
| Zeros | 20 |
| Zeros (%) | 26.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4.5 |
| Q3 | 40 |
| 95-th percentile | 209.75 |
| Maximum | 3554 |
| Range | 3554 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 408.7368947 |
|---|---|
| Coefficient of variation (CV) | 5.037950697 |
| Kurtosis | 72.1571219 |
| Mean | 81.13157895 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 8.398957592 |
| Sum | 6166 |
| Variance | 167065.8491 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1 | 13 | |
| 4 | 4 | 5.3% |
| 7 | 4 | 5.3% |
| 27 | 2 | 2.6% |
| 9 | 2 | 2.6% |
| 152 | 1 | 1.3% |
| 13 | 1 | 1.3% |
| 130 | 1 | 1.3% |
| 96 | 1 | 1.3% |
| Other values (27) | 27 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1 | 13 | |
| 2 | 1 | 1.3% |
| 4 | 4 | 5.3% |
| 5 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 7 | 4 | 5.3% |
| 8 | 1 | 1.3% |
| 9 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 3554 | 1 | |
| 296 | 1 | |
| 277 | 1 | |
| 221 | 1 | |
| 206 | 1 | |
| 152 | 1 | |
| 147 | 1 | |
| 130 | 1 | |
| 111 | 1 | |
| 109 | 1 |
| Distinct | 39 |
|---|---|
| Distinct (%) | 51.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108.3421053 |
| Minimum | 0 |
|---|---|
| Maximum | 4903 |
| Zeros | 17 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4.5 |
| Q3 | 44.5 |
| 95-th percentile | 277.25 |
| Maximum | 4903 |
| Range | 4903 |
| Interquartile range (IQR) | 43.5 |
Descriptive statistics
| Standard deviation | 563.756036 |
|---|---|
| Coefficient of variation (CV) | 5.203480536 |
| Kurtosis | 72.45017206 |
| Mean | 108.3421053 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 8.423743667 |
| Sum | 8234 |
| Variance | 317820.8681 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 14 | |
| 4 | 4 | 5.3% |
| 14 | 3 | 3.9% |
| 2 | 2 | 2.6% |
| 10 | 2 | 2.6% |
| 8 | 2 | 2.6% |
| 158 | 1 | 1.3% |
| 112 | 1 | 1.3% |
| 35 | 1 | 1.3% |
| Other values (29) | 29 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 14 | |
| 2 | 2 | 2.6% |
| 3 | 1 | 1.3% |
| 4 | 4 | 5.3% |
| 5 | 1 | 1.3% |
| 7 | 1 | 1.3% |
| 8 | 2 | 2.6% |
| 9 | 1 | 1.3% |
| 10 | 2 | 2.6% |
| Value | Count | Frequency (%) |
| 4903 | 1 | |
| 428 | 1 | |
| 354 | 1 | |
| 278 | 1 | |
| 277 | 1 | |
| 200 | 1 | |
| 182 | 1 | |
| 162 | 1 | |
| 158 | 1 | |
| 142 | 1 |
| Distinct | 41 |
|---|---|
| Distinct (%) | 53.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.6184211 |
| Minimum | 0 |
|---|---|
| Maximum | 5806 |
| Zeros | 11 |
| Zeros (%) | 14.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 53.75 |
| 95-th percentile | 337 |
| Maximum | 5806 |
| Range | 5806 |
| Interquartile range (IQR) | 52.75 |
Descriptive statistics
| Standard deviation | 668.0770807 |
|---|---|
| Coefficient of variation (CV) | 5.114723294 |
| Kurtosis | 72.10513188 |
| Mean | 130.6184211 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 8.395546556 |
| Sum | 9927 |
| Variance | 446326.9858 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 0 | 11 | 14.5% |
| 2 | 7 | 9.2% |
| 4 | 2 | 2.6% |
| 29 | 2 | 2.6% |
| 5 | 2 | 2.6% |
| 87 | 2 | 2.6% |
| 8 | 2 | 2.6% |
| 19 | 1 | 1.3% |
| 32 | 1 | 1.3% |
| Other values (31) | 31 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 15 | |
| 2 | 7 | |
| 3 | 1 | 1.3% |
| 4 | 2 | 2.6% |
| 5 | 2 | 2.6% |
| 7 | 1 | 1.3% |
| 8 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 5806 | 1 | |
| 538 | 1 | |
| 436 | 1 | |
| 352 | 1 | |
| 332 | 1 | |
| 240 | 1 | |
| 237 | 1 | |
| 211 | 1 | |
| 184 | 1 | |
| 177 | 1 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 57.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 158.3947368 |
| Minimum | 0 |
|---|---|
| Maximum | 7153 |
| Zeros | 8 |
| Zeros (%) | 10.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 7.5 |
| Q3 | 68 |
| 95-th percentile | 397.25 |
| Maximum | 7153 |
| Range | 7153 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 822.4363656 |
|---|---|
| Coefficient of variation (CV) | 5.192321298 |
| Kurtosis | 72.44616371 |
| Mean | 158.3947368 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 8.423231137 |
| Sum | 12038 |
| Variance | 676401.5754 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 0 | 8 | 10.5% |
| 2 | 5 | 6.6% |
| 4 | 3 | 3.9% |
| 8 | 2 | 2.6% |
| 6 | 2 | 2.6% |
| 19 | 1 | 1.3% |
| 47 | 1 | 1.3% |
| 207 | 1 | 1.3% |
| 41 | 1 | 1.3% |
| Other values (34) | 34 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 18 | |
| 2 | 5 | 6.6% |
| 3 | 1 | 1.3% |
| 4 | 3 | 3.9% |
| 6 | 2 | 2.6% |
| 7 | 1 | 1.3% |
| 8 | 2 | 2.6% |
| 9 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 7153 | 1 | |
| 599 | 1 | |
| 535 | 1 | |
| 422 | 1 | |
| 389 | 1 | |
| 297 | 1 | |
| 286 | 1 | |
| 247 | 1 | |
| 207 | 1 | |
| 206 | 1 |
| Distinct | 42 |
|---|---|
| Distinct (%) | 55.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 220.8815789 |
| Minimum | 0 |
|---|---|
| Maximum | 11177 |
| Zeros | 8 |
| Zeros (%) | 10.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 76.25 |
| 95-th percentile | 470.5 |
| Maximum | 11177 |
| Range | 11177 |
| Interquartile range (IQR) | 75.25 |
Descriptive statistics
| Standard deviation | 1281.485991 |
|---|---|
| Coefficient of variation (CV) | 5.801687933 |
| Kurtosis | 74.04920433 |
| Mean | 220.8815789 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 8.5552512 |
| Sum | 16787 |
| Variance | 1642206.346 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 9 | 11.8% |
| 0 | 8 | 10.5% |
| 4 | 2 | 2.6% |
| 6 | 2 | 2.6% |
| 8 | 2 | 2.6% |
| 10 | 2 | 2.6% |
| 15 | 2 | 2.6% |
| 21 | 1 | 1.3% |
| 182 | 1 | 1.3% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 15 | |
| 2 | 9 | |
| 4 | 2 | 2.6% |
| 5 | 1 | 1.3% |
| 6 | 2 | 2.6% |
| 8 | 2 | 2.6% |
| 10 | 2 | 2.6% |
| 11 | 1 | 1.3% |
| 15 | 2 | 2.6% |
| Value | Count | Frequency (%) |
| 11177 | 1 | |
| 661 | 1 | |
| 632 | 1 | |
| 493 | 1 | |
| 463 | 1 | |
| 340 | 1 | |
| 333 | 1 | |
| 300 | 1 | |
| 236 | 1 | |
| 231 | 1 |
| Distinct | 42 |
|---|---|
| Distinct (%) | 55.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 261.5921053 |
| Minimum | 0 |
|---|---|
| Maximum | 13522 |
| Zeros | 7 |
| Zeros (%) | 9.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 83.75 |
| 95-th percentile | 532.25 |
| Maximum | 13522 |
| Range | 13522 |
| Interquartile range (IQR) | 82.75 |
Descriptive statistics
| Standard deviation | 1549.821299 |
|---|---|
| Coefficient of variation (CV) | 5.924572139 |
| Kurtosis | 74.28564871 |
| Mean | 261.5921053 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 8.574776329 |
| Sum | 19881 |
| Variance | 2401946.058 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 2 | 10 | 13.2% |
| 0 | 7 | 9.2% |
| 8 | 3 | 3.9% |
| 74 | 2 | 2.6% |
| 31 | 2 | 2.6% |
| 15 | 2 | 2.6% |
| 4 | 2 | 2.6% |
| 18 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 14 | |
| 2 | 10 | |
| 3 | 1 | 1.3% |
| 4 | 2 | 2.6% |
| 5 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 8 | 3 | 3.9% |
| 10 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 13522 | 1 | |
| 725 | 1 | |
| 724 | 1 | |
| 566 | 1 | |
| 521 | 1 | |
| 408 | 1 | |
| 391 | 1 | |
| 337 | 1 | |
| 271 | 1 | |
| 259 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 59.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 314.3684211 |
| Minimum | 0 |
|---|---|
| Maximum | 16678 |
| Zeros | 6 |
| Zeros (%) | 7.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 10 |
| Q3 | 91.25 |
| 95-th percentile | 613.5 |
| Maximum | 16678 |
| Range | 16678 |
| Interquartile range (IQR) | 90.25 |
Descriptive statistics
| Standard deviation | 1911.061938 |
|---|---|
| Coefficient of variation (CV) | 6.079051869 |
| Kurtosis | 74.52090272 |
| Mean | 314.3684211 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | 8.594291605 |
| Sum | 23892 |
| Variance | 3652157.729 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 9 | 11.8% |
| 0 | 6 | 7.9% |
| 4 | 2 | 2.6% |
| 81 | 2 | 2.6% |
| 10 | 2 | 2.6% |
| 3 | 2 | 2.6% |
| 12 | 1 | 1.3% |
| 25 | 1 | 1.3% |
| 67 | 1 | 1.3% |
| Other values (35) | 35 |
| Value | Count | Frequency (%) |
| 0 | 6 | 7.9% |
| 1 | 15 | |
| 2 | 9 | |
| 3 | 2 | 2.6% |
| 4 | 2 | 2.6% |
| 5 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 8 | 1 | 1.3% |
| 10 | 2 | 2.6% |
| 11 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 16678 | 1 | |
| 829 | 1 | |
| 813 | 1 | |
| 675 | 1 | |
| 593 | 1 | |
| 480 | 1 | |
| 476 | 1 | |
| 366 | 1 | |
| 308 | 1 | |
| 282 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 59.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 363.6315789 |
| Minimum | 0 |
|---|---|
| Maximum | 19665 |
| Zeros | 5 |
| Zeros (%) | 6.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 10.5 |
| Q3 | 106.25 |
| 95-th percentile | 686.75 |
| Maximum | 19665 |
| Range | 19665 |
| Interquartile range (IQR) | 105.25 |
Descriptive statistics
| Standard deviation | 2252.856882 |
|---|---|
| Coefficient of variation (CV) | 6.195437943 |
| Kurtosis | 74.69948658 |
| Mean | 363.6315789 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 8.609092857 |
| Sum | 27636 |
| Variance | 5075364.129 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 10 | 13.2% |
| 0 | 5 | 6.6% |
| 3 | 2 | 2.6% |
| 4 | 2 | 2.6% |
| 895 | 2 | 2.6% |
| 12 | 2 | 2.6% |
| 19 | 1 | 1.3% |
| 301 | 1 | 1.3% |
| 69 | 1 | 1.3% |
| Other values (35) | 35 |
| Value | Count | Frequency (%) |
| 0 | 5 | 6.6% |
| 1 | 15 | |
| 2 | 10 | |
| 3 | 2 | 2.6% |
| 4 | 2 | 2.6% |
| 5 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 8 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 19665 | 1 | |
| 895 | 2 | |
| 764 | 1 | |
| 661 | 1 | |
| 548 | 1 | |
| 530 | 1 | |
| 389 | 1 | |
| 341 | 1 | |
| 307 | 1 | |
| 301 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 59.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 405.5 |
| Minimum | 0 |
|---|---|
| Maximum | 22112 |
| Zeros | 5 |
| Zeros (%) | 6.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 11 |
| Q3 | 112.75 |
| 95-th percentile | 746 |
| Maximum | 22112 |
| Range | 22112 |
| Interquartile range (IQR) | 111.75 |
Descriptive statistics
| Standard deviation | 2532.886156 |
|---|---|
| Coefficient of variation (CV) | 6.246328375 |
| Kurtosis | 74.78524512 |
| Mean | 405.5 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 8.616202983 |
| Sum | 30818 |
| Variance | 6415512.28 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 10 | 13.2% |
| 0 | 5 | 6.6% |
| 4 | 3 | 3.9% |
| 12 | 2 | 2.6% |
| 10 | 2 | 2.6% |
| 45 | 1 | 1.3% |
| 321 | 1 | 1.3% |
| 79 | 1 | 1.3% |
| 36 | 1 | 1.3% |
| Other values (35) | 35 |
| Value | Count | Frequency (%) |
| 0 | 5 | 6.6% |
| 1 | 15 | |
| 2 | 10 | |
| 3 | 1 | 1.3% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 10 | 2 | 2.6% |
| 12 | 2 | 2.6% |
| 16 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 22112 | 1 | |
| 970 | 1 | |
| 954 | 1 | |
| 851 | 1 | |
| 711 | 1 | |
| 600 | 1 | |
| 591 | 1 | |
| 411 | 1 | |
| 373 | 1 | |
| 347 | 1 |
| Distinct | 42 |
|---|---|
| Distinct (%) | 55.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 452.5263158 |
| Minimum | 0 |
|---|---|
| Maximum | 24953 |
| Zeros | 4 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.75 |
| Q1 | 1.75 |
| median | 12.5 |
| Q3 | 122.25 |
| 95-th percentile | 807.5 |
| Maximum | 24953 |
| Range | 24953 |
| Interquartile range (IQR) | 120.5 |
Descriptive statistics
| Standard deviation | 2857.90182 |
|---|---|
| Coefficient of variation (CV) | 6.315437844 |
| Kurtosis | 74.89509416 |
| Mean | 452.5263158 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 8.625310189 |
| Sum | 34392 |
| Variance | 8167602.813 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 6 | 7.9% |
| 3 | 4 | 5.3% |
| 0 | 4 | 5.3% |
| 4 | 3 | 3.9% |
| 25 | 3 | 3.9% |
| 10 | 2 | 2.6% |
| 172 | 2 | 2.6% |
| 81 | 2 | 2.6% |
| 277 | 2 | 2.6% |
| Other values (32) | 33 |
| Value | Count | Frequency (%) |
| 0 | 4 | 5.3% |
| 1 | 15 | |
| 2 | 6 | 7.9% |
| 3 | 4 | 5.3% |
| 4 | 3 | 3.9% |
| 5 | 2 | 2.6% |
| 6 | 1 | 1.3% |
| 10 | 2 | 2.6% |
| 12 | 1 | 1.3% |
| 13 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 24953 | 1 | |
| 1034 | 1 | |
| 1006 | 1 | |
| 914 | 1 | |
| 772 | 1 | |
| 665 | 1 | |
| 661 | 1 | |
| 426 | 1 | |
| 408 | 1 | |
| 386 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 61.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 488.4342105 |
| Minimum | 0 |
|---|---|
| Maximum | 27100 |
| Zeros | 4 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.75 |
| Q1 | 1.75 |
| median | 14.5 |
| Q3 | 127.5 |
| 95-th percentile | 847.5 |
| Maximum | 27100 |
| Range | 27100 |
| Interquartile range (IQR) | 125.75 |
Descriptive statistics
| Standard deviation | 3103.600392 |
|---|---|
| Coefficient of variation (CV) | 6.354183072 |
| Kurtosis | 74.95075017 |
| Mean | 488.4342105 |
| Median Absolute Deviation (MAD) | 13.5 |
| Skewness | 8.629936656 |
| Sum | 37121 |
| Variance | 9632335.396 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 6 | 7.9% |
| 0 | 4 | 5.3% |
| 3 | 4 | 5.3% |
| 4 | 3 | 3.9% |
| 195 | 2 | 2.6% |
| 13 | 2 | 2.6% |
| 42 | 1 | 1.3% |
| 138 | 1 | 1.3% |
| 1048 | 1 | 1.3% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 0 | 4 | 5.3% |
| 1 | 15 | |
| 2 | 6 | 7.9% |
| 3 | 4 | 5.3% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 7 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| 13 | 2 | 2.6% |
| Value | Count | Frequency (%) |
| 27100 | 1 | |
| 1095 | 1 | |
| 1048 | 1 | |
| 981 | 1 | |
| 803 | 1 | |
| 733 | 1 | |
| 698 | 1 | |
| 439 | 1 | |
| 428 | 1 | |
| 416 | 1 |
| Distinct | 46 |
|---|---|
| Distinct (%) | 60.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 528.3026316 |
| Minimum | 0 |
|---|---|
| Maximum | 29631 |
| Zeros | 4 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.75 |
| Q1 | 2 |
| median | 15 |
| Q3 | 133.5 |
| 95-th percentile | 886.75 |
| Maximum | 29631 |
| Range | 29631 |
| Interquartile range (IQR) | 131.5 |
Descriptive statistics
| Standard deviation | 3393.151625 |
|---|---|
| Coefficient of variation (CV) | 6.422742235 |
| Kurtosis | 75.04090552 |
| Mean | 528.3026316 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 8.637425682 |
| Sum | 40151 |
| Variance | 11513477.95 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 1 | 14 | 18.4% |
| 2 | 7 | 9.2% |
| 3 | 4 | 5.3% |
| 0 | 4 | 5.3% |
| 4 | 3 | 3.9% |
| 468 | 2 | 2.6% |
| 18 | 2 | 2.6% |
| 45 | 2 | 2.6% |
| 64 | 1 | 1.3% |
| 141 | 1 | 1.3% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| 0 | 4 | 5.3% |
| 1 | 14 | |
| 2 | 7 | |
| 3 | 4 | 5.3% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 7 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| 13 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 29631 | 1 | |
| 1131 | 1 | |
| 1075 | 1 | |
| 1033 | 1 | |
| 838 | 1 | |
| 779 | 1 | |
| 740 | 1 | |
| 468 | 2 | |
| 444 | 1 | |
| 386 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 59.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 562.6710526 |
| Minimum | 0 |
|---|---|
| Maximum | 31728 |
| Zeros | 4 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.75 |
| Q1 | 2 |
| median | 16 |
| Q3 | 140.75 |
| 95-th percentile | 927.5 |
| Maximum | 31728 |
| Range | 31728 |
| Interquartile range (IQR) | 138.75 |
Descriptive statistics
| Standard deviation | 3632.923584 |
|---|---|
| Coefficient of variation (CV) | 6.456567416 |
| Kurtosis | 75.10244624 |
| Mean | 562.6710526 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 8.642537854 |
| Sum | 42763 |
| Variance | 13198133.77 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 1 | 14 | 18.4% |
| 2 | 7 | 9.2% |
| 0 | 4 | 5.3% |
| 3 | 3 | 3.9% |
| 18 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 8 | 2 | 2.6% |
| 49 | 2 | 2.6% |
| 14 | 2 | 2.6% |
| 26 | 1 | 1.3% |
| Other values (35) | 35 |
| Value | Count | Frequency (%) |
| 0 | 4 | 5.3% |
| 1 | 14 | |
| 2 | 7 | |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 8 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| 14 | 2 | 2.6% |
| Value | Count | Frequency (%) |
| 31728 | 1 | |
| 1159 | 1 | |
| 1092 | 1 | |
| 1073 | 1 | |
| 879 | 1 | |
| 830 | 1 | |
| 771 | 1 | |
| 492 | 1 | |
| 486 | 1 | |
| 466 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 61.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 589.5131579 |
| Minimum | 0 |
|---|---|
| Maximum | 33366 |
| Zeros | 3 |
| Zeros (%) | 3.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 146.25 |
| 95-th percentile | 960.25 |
| Maximum | 33366 |
| Range | 33366 |
| Interquartile range (IQR) | 144.25 |
Descriptive statistics
| Standard deviation | 3820.282309 |
|---|---|
| Coefficient of variation (CV) | 6.480402104 |
| Kurtosis | 75.13954352 |
| Mean | 589.5131579 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.64562009 |
| Sum | 44803 |
| Variance | 14594556.92 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 7 | 9.2% |
| 0 | 3 | 3.9% |
| 3 | 3 | 3.9% |
| 18 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 8 | 2 | 2.6% |
| 28 | 1 | 1.3% |
| 106 | 1 | 1.3% |
| 55 | 1 | 1.3% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 0 | 3 | 3.9% |
| 1 | 15 | |
| 2 | 7 | |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 8 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| 15 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 33366 | 1 | |
| 1177 | 1 | |
| 1117 | 1 | |
| 1105 | 1 | |
| 912 | 1 | |
| 860 | 1 | |
| 804 | 1 | |
| 515 | 1 | |
| 505 | 1 | |
| 487 | 1 |
| Distinct | 46 |
|---|---|
| Distinct (%) | 60.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 595.0263158 |
| Minimum | 0 |
|---|---|
| Maximum | 33366 |
| Zeros | 3 |
| Zeros (%) | 3.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 161.5 |
| 95-th percentile | 992.25 |
| Maximum | 33366 |
| Range | 33366 |
| Interquartile range (IQR) | 159.5 |
Descriptive statistics
| Standard deviation | 3820.307761 |
|---|---|
| Coefficient of variation (CV) | 6.420401349 |
| Kurtosis | 75.08483287 |
| Mean | 595.0263158 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.641047773 |
| Sum | 45222 |
| Variance | 14594751.39 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 7 | 9.2% |
| 0 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 18 | 3 | 3.9% |
| 3 | 3 | 3.9% |
| 28 | 2 | 2.6% |
| 50 | 2 | 2.6% |
| 5 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| 0 | 3 | 3.9% |
| 1 | 15 | |
| 2 | 7 | |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 8 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 33366 | 1 | |
| 1219 | 1 | |
| 1135 | 1 | |
| 1131 | 1 | |
| 946 | 1 | |
| 889 | 1 | |
| 844 | 1 | |
| 543 | 1 | |
| 518 | 1 | |
| 497 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 61.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 794.3421053 |
| Minimum | 0 |
|---|---|
| Maximum | 48206 |
| Zeros | 2 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 161.5 |
| 95-th percentile | 1012.25 |
| Maximum | 48206 |
| Range | 48206 |
| Interquartile range (IQR) | 159.5 |
Descriptive statistics
| Standard deviation | 5519.049151 |
|---|---|
| Coefficient of variation (CV) | 6.947949901 |
| Kurtosis | 75.53975077 |
| Mean | 794.3421053 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.679069653 |
| Sum | 60370 |
| Variance | 30459903.53 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 8 | 10.5% |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 0 | 2 | 2.6% |
| 18 | 2 | 2.6% |
| 16 | 2 | 2.6% |
| 28 | 2 | 2.6% |
| 119 | 1 | 1.3% |
| 63 | 1 | 1.3% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 0 | 2 | 2.6% |
| 1 | 15 | |
| 2 | 8 | |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 8 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 48206 | 1 | |
| 1241 | 1 | |
| 1169 | 1 | |
| 1145 | 1 | |
| 968 | 1 | |
| 910 | 1 | |
| 872 | 1 | |
| 570 | 1 | |
| 529 | 1 | |
| 509 | 1 |
| Distinct | 46 |
|---|---|
| Distinct (%) | 60.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 880.0921053 |
| Minimum | 0 |
|---|---|
| Maximum | 54406 |
| Zeros | 1 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 176 |
| 95-th percentile | 1029.75 |
| Maximum | 54406 |
| Range | 54406 |
| Interquartile range (IQR) | 174 |
Descriptive statistics
| Standard deviation | 6229.115268 |
|---|---|
| Coefficient of variation (CV) | 7.077799279 |
| Kurtosis | 75.62439546 |
| Mean | 880.0921053 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.686163384 |
| Sum | 66887 |
| Variance | 38801877.02 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 8 | 10.5% |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 65 | 2 | 2.6% |
| 18 | 2 | 2.6% |
| 67 | 2 | 2.6% |
| 16 | 2 | 2.6% |
| 934 | 1 | 1.3% |
| 162 | 1 | 1.3% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.3% |
| 1 | 16 | |
| 2 | 8 | |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 8 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 54406 | 1 | |
| 1261 | 1 | |
| 1184 | 1 | |
| 1155 | 1 | |
| 988 | 1 | |
| 934 | 1 | |
| 900 | 1 | |
| 593 | 1 | |
| 537 | 1 | |
| 523 | 1 |
| Distinct | 46 |
|---|---|
| Distinct (%) | 60.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 908.3157895 |
| Minimum | 0 |
|---|---|
| Maximum | 56249 |
| Zeros | 1 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 184 |
| 95-th percentile | 1041.25 |
| Maximum | 56249 |
| Range | 56249 |
| Interquartile range (IQR) | 182 |
Descriptive statistics
| Standard deviation | 6440.074594 |
|---|---|
| Coefficient of variation (CV) | 7.09012732 |
| Kurtosis | 75.63596334 |
| Mean | 908.3157895 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.687133194 |
| Sum | 69032 |
| Variance | 41474560.78 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 8 | 10.5% |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 285 | 2 | 2.6% |
| 18 | 2 | 2.6% |
| 70 | 2 | 2.6% |
| 16 | 2 | 2.6% |
| 950 | 1 | 1.3% |
| 168 | 1 | 1.3% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.3% |
| 1 | 16 | |
| 2 | 8 | |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 8 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 56249 | 1 | |
| 1294 | 1 | |
| 1212 | 1 | |
| 1162 | 1 | |
| 1001 | 1 | |
| 950 | 1 | |
| 913 | 1 | |
| 604 | 1 | |
| 544 | 1 | |
| 532 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 61.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 937.1842105 |
| Minimum | 0 |
|---|---|
| Maximum | 58182 |
| Zeros | 1 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 187.25 |
| 95-th percentile | 1044.75 |
| Maximum | 58182 |
| Range | 58182 |
| Interquartile range (IQR) | 185.25 |
Descriptive statistics
| Standard deviation | 6661.357307 |
|---|---|
| Coefficient of variation (CV) | 7.107842014 |
| Kurtosis | 75.6503292 |
| Mean | 937.1842105 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.688336686 |
| Sum | 71226 |
| Variance | 44373681.17 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 8 | 10.5% |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 9 | 2 | 2.6% |
| 16 | 2 | 2.6% |
| 70 | 2 | 2.6% |
| 962 | 1 | 1.3% |
| 20 | 1 | 1.3% |
| 71 | 1 | 1.3% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.3% |
| 1 | 16 | |
| 2 | 8 | |
| 3 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 5 | 1 | 1.3% |
| 9 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| 16 | 2 | 2.6% |
| Value | Count | Frequency (%) |
| 58182 | 1 | |
| 1316 | 1 | |
| 1231 | 1 | |
| 1167 | 1 | |
| 1004 | 1 | |
| 962 | 1 | |
| 925 | 1 | |
| 617 | 1 | |
| 551 | 1 | |
| 537 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 61.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 963.9473684 |
| Minimum | 0 |
|---|---|
| Maximum | 59989 |
| Zeros | 1 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 187.75 |
| 95-th percentile | 1047.25 |
| Maximum | 59989 |
| Range | 59989 |
| Interquartile range (IQR) | 185.75 |
Descriptive statistics
| Standard deviation | 6868.213134 |
|---|---|
| Coefficient of variation (CV) | 7.12509143 |
| Kurtosis | 75.66424808 |
| Mean | 963.9473684 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.689501957 |
| Sum | 73260 |
| Variance | 47172351.65 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 8 | 10.5% |
| 3 | 3 | 3.9% |
| 9 | 2 | 2.6% |
| 4 | 2 | 2.6% |
| 5 | 2 | 2.6% |
| 16 | 2 | 2.6% |
| 22 | 2 | 2.6% |
| 973 | 1 | 1.3% |
| 66 | 1 | 1.3% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.3% |
| 1 | 16 | |
| 2 | 8 | |
| 3 | 3 | 3.9% |
| 4 | 2 | 2.6% |
| 5 | 2 | 2.6% |
| 9 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| 16 | 2 | 2.6% |
| Value | Count | Frequency (%) |
| 59989 | 1 | |
| 1322 | 1 | |
| 1246 | 1 | |
| 1171 | 1 | |
| 1006 | 1 | |
| 973 | 1 | |
| 930 | 1 | |
| 626 | 1 | |
| 553 | 1 | |
| 541 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 61.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 988.6578947 |
| Minimum | 0 |
|---|---|
| Maximum | 61682 |
| Zeros | 1 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 189 |
| 95-th percentile | 1048.25 |
| Maximum | 61682 |
| Range | 61682 |
| Interquartile range (IQR) | 187 |
Descriptive statistics
| Standard deviation | 7062.05738 |
|---|---|
| Coefficient of variation (CV) | 7.143074887 |
| Kurtosis | 75.67672171 |
| Mean | 988.6578947 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.690546802 |
| Sum | 75138 |
| Variance | 49872654.44 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 8 | 10.5% |
| 3 | 3 | 3.9% |
| 9 | 2 | 2.6% |
| 4 | 2 | 2.6% |
| 5 | 2 | 2.6% |
| 16 | 2 | 2.6% |
| 22 | 2 | 2.6% |
| 982 | 1 | 1.3% |
| 74 | 1 | 1.3% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.3% |
| 1 | 16 | |
| 2 | 8 | |
| 3 | 3 | 3.9% |
| 4 | 2 | 2.6% |
| 5 | 2 | 2.6% |
| 9 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| 16 | 2 | 2.6% |
| Value | Count | Frequency (%) |
| 61682 | 1 | |
| 1328 | 1 | |
| 1257 | 1 | |
| 1172 | 1 | |
| 1007 | 1 | |
| 982 | 1 | |
| 933 | 1 | |
| 629 | 1 | |
| 555 | 1 | |
| 543 | 1 |
| Distinct | 46 |
|---|---|
| Distinct (%) | 60.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 995.2763158 |
| Minimum | 1 |
|---|---|
| Maximum | 62031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 189.5 |
| 95-th percentile | 1049.5 |
| Maximum | 62031 |
| Range | 62030 |
| Interquartile range (IQR) | 187.5 |
Descriptive statistics
| Standard deviation | 7101.914344 |
|---|---|
| Coefficient of variation (CV) | 7.135620763 |
| Kurtosis | 75.67589329 |
| Mean | 995.2763158 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.690474659 |
| Sum | 75641 |
| Variance | 50437187.35 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 9 | 11.8% |
| 3 | 3 | 3.9% |
| 84 | 2 | 2.6% |
| 9 | 2 | 2.6% |
| 4 | 2 | 2.6% |
| 5 | 2 | 2.6% |
| 16 | 2 | 2.6% |
| 514 | 1 | 1.3% |
| 130 | 1 | 1.3% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 9 | |
| 3 | 3 | 3.9% |
| 4 | 2 | 2.6% |
| 5 | 2 | 2.6% |
| 9 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| 16 | 2 | 2.6% |
| 18 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 62031 | 1 | |
| 1331 | 1 | |
| 1262 | 1 | |
| 1174 | 1 | |
| 1008 | 1 | |
| 986 | 1 | |
| 934 | 1 | |
| 631 | 1 | |
| 621 | 1 | |
| 560 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 59.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1002.618421 |
| Minimum | 1 |
|---|---|
| Maximum | 62442 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 736.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 17 |
| Q3 | 191.75 |
| 95-th percentile | 1051.25 |
| Maximum | 62442 |
| Range | 62441 |
| Interquartile range (IQR) | 189.75 |
Descriptive statistics
| Standard deviation | 7148.806946 |
|---|---|
| Coefficient of variation (CV) | 7.130137244 |
| Kurtosis | 75.67923006 |
| Mean | 1002.618421 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.69075405 |
| Sum | 76199 |
| Variance | 51105440.75 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 8 | 10.5% |
| 3 | 3 | 3.9% |
| 5 | 3 | 3.9% |
| 9 | 2 | 2.6% |
| 91 | 2 | 2.6% |
| 4 | 2 | 2.6% |
| 245 | 2 | 2.6% |
| 16 | 2 | 2.6% |
| 104 | 1 | 1.3% |
| Other values (35) | 35 |
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 8 | |
| 3 | 3 | 3.9% |
| 4 | 2 | 2.6% |
| 5 | 3 | 3.9% |
| 9 | 2 | 2.6% |
| 10 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| 16 | 2 | 2.6% |
| 18 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 62442 | 1 | |
| 1332 | 1 | |
| 1265 | 1 | |
| 1175 | 1 | |
| 1010 | 1 | |
| 987 | 1 | |
| 934 | 1 | |
| 634 | 1 | |
| 631 | 1 | |
| 567 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| Province/State | Country/Region | Lat | Long | 1/22/20 | 1/23/20 | 1/24/20 | 1/25/20 | 1/26/20 | 1/27/20 | 1/28/20 | 1/29/20 | 1/30/20 | 1/31/20 | 2/1/20 | 2/2/20 | 2/3/20 | 2/4/20 | 2/5/20 | 2/6/20 | 2/7/20 | 2/8/20 | 2/9/20 | 2/10/20 | 2/11/20 | 2/12/20 | 2/13/20 | 2/14/20 | 2/15/20 | 2/16/20 | 2/17/20 | 2/18/20 | 2/19/20 | 2/20/20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Anhui | Mainland China | 31.82571 | 117.2264 | 1 | 9 | 15 | 39 | 60 | 70 | 106 | 152 | 200 | 237 | 297 | 340 | 408 | 480 | 530 | 591 | 665 | 733 | 779 | 830 | 860 | 889 | 910 | 934 | 950 | 962 | 973 | 982 | 986 | 987 |
| 1 | Beijing | Mainland China | 40.18238 | 116.4142 | 14 | 22 | 36 | 41 | 68 | 80 | 91 | 111 | 114 | 139 | 168 | 191 | 212 | 228 | 253 | 274 | 297 | 315 | 326 | 337 | 342 | 352 | 366 | 372 | 375 | 380 | 381 | 387 | 393 | 395 |
| 2 | Chongqing | Mainland China | 30.05718 | 107.8740 | 6 | 9 | 27 | 57 | 75 | 110 | 132 | 147 | 182 | 211 | 247 | 300 | 337 | 366 | 389 | 411 | 426 | 428 | 468 | 486 | 505 | 518 | 529 | 537 | 544 | 551 | 553 | 555 | 560 | 567 |
| 3 | Fujian | Mainland China | 26.07783 | 117.9895 | 1 | 5 | 10 | 18 | 35 | 59 | 80 | 84 | 101 | 120 | 144 | 159 | 179 | 194 | 205 | 215 | 224 | 239 | 250 | 261 | 267 | 272 | 279 | 281 | 285 | 287 | 290 | 292 | 293 | 293 |
| 4 | Gansu | Mainland China | 36.06110 | 103.8343 | 0 | 2 | 2 | 4 | 7 | 14 | 19 | 24 | 26 | 29 | 40 | 51 | 55 | 57 | 62 | 62 | 67 | 79 | 83 | 83 | 86 | 87 | 90 | 90 | 90 | 90 | 91 | 91 | 91 | 91 |
| 5 | Guangdong | Mainland China | 23.33841 | 113.4220 | 26 | 32 | 53 | 78 | 111 | 151 | 207 | 277 | 354 | 436 | 535 | 632 | 725 | 813 | 895 | 970 | 1034 | 1095 | 1131 | 1159 | 1177 | 1219 | 1241 | 1261 | 1294 | 1316 | 1322 | 1328 | 1331 | 1332 |
| 6 | Guangxi | Mainland China | 23.82908 | 108.7881 | 2 | 5 | 23 | 23 | 36 | 46 | 51 | 58 | 78 | 87 | 100 | 111 | 127 | 139 | 150 | 168 | 172 | 183 | 195 | 210 | 215 | 222 | 222 | 226 | 235 | 237 | 238 | 242 | 244 | 245 |
| 7 | Guizhou | Mainland China | 26.81536 | 106.8748 | 1 | 3 | 3 | 4 | 5 | 7 | 9 | 9 | 12 | 29 | 29 | 38 | 46 | 58 | 64 | 71 | 81 | 89 | 99 | 109 | 127 | 133 | 135 | 140 | 143 | 144 | 146 | 146 | 146 | 146 |
| 8 | Hainan | Mainland China | 19.19673 | 109.7455 | 4 | 5 | 8 | 19 | 22 | 33 | 40 | 43 | 46 | 52 | 62 | 64 | 72 | 80 | 99 | 106 | 117 | 124 | 131 | 138 | 144 | 157 | 157 | 159 | 162 | 162 | 163 | 163 | 168 | 168 |
| 9 | Hebei | Mainland China | 38.04280 | 114.5149 | 1 | 1 | 2 | 8 | 13 | 18 | 33 | 48 | 65 | 82 | 96 | 104 | 113 | 126 | 135 | 157 | 172 | 195 | 206 | 218 | 239 | 251 | 265 | 283 | 291 | 300 | 301 | 306 | 306 | 307 |
Last rows
| Province/State | Country/Region | Lat | Long | 1/22/20 | 1/23/20 | 1/24/20 | 1/25/20 | 1/26/20 | 1/27/20 | 1/28/20 | 1/29/20 | 1/30/20 | 1/31/20 | 2/1/20 | 2/2/20 | 2/3/20 | 2/4/20 | 2/5/20 | 2/6/20 | 2/7/20 | 2/8/20 | 2/9/20 | 2/10/20 | 2/11/20 | 2/12/20 | 2/13/20 | 2/14/20 | 2/15/20 | 2/16/20 | 2/17/20 | 2/18/20 | 2/19/20 | 2/20/20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | South Australia | Australia | -34.9285 | 138.6007 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
| 67 | Boston, MA | US | 42.3601 | -71.0589 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 68 | San Benito, CA | US | 36.5761 | -120.9876 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
| 69 | NaN | Belgium | 50.5039 | 4.4699 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 70 | Madison, WI | US | 43.0731 | -89.4012 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 71 | Diamond Princess cruise ship | Others | 35.4437 | 139.6380 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 61 | 61 | 64 | 135 | 135 | 175 | 175 | 218 | 285 | 355 | 454 | 542 | 621 | 634 |
| 72 | San Diego County, CA | US | 32.7157 | -117.1611 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
| 73 | San Antonio, TX | US | 29.4241 | -98.4936 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 74 | NaN | Egypt | 26.8206 | 30.8025 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 75 | NaN | Iran | 32.4279 | 53.6880 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 5 |